Research Scientist - AI for Power Electronics
Core
Develop AI-enabled software tools to design, optimize, and validate complex power electronics systems (HVDC, STATCOM, SVC) for modern power grids.
Role type
Research Scientist - AI for Power Electronics
Builds
AI-enabled software tools for design automation, performance prediction, and system optimization
Domain
Power Electronics & Artificial Intelligence
Deliverable
production ML models | product features
Required skills
Power electronics design, modeling, and simulation; AI techniques (supervised/unsupervised learning, optimization, reinforcement learning); Python programming; Machine learning frameworks (PyTorch, TensorFlow); Scientific computing tools; Hardware design workflows and controller design
Preferred skills
Publications in recognized journals or conferences; Experience with Matlab, Simulink, PSCAD, PLECS
Technologies
Python, PyTorch, TensorFlow, Matlab, Simulink, PSCAD, PLECS
Responsibilities
Collaborate with global teams to develop AI-enabled software tools; Drive research in design automation using AI and optimization algorithms; Develop and validate AI-based approaches for design space exploration; Support component selection and reliability assessment; Identify technology gaps and contribute to future-focused research; Partner with engineering teams to translate challenges into software solutions; Work with external partners (universities, national labs) to advance research; Share findings through publications, technical reports, and patents
Seniority
Senior, hands-on IC